Martin Kiefel
6 papers · 2011–2019 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
📈
Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Analysis
(4)
Deep Learning
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Processing
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
convolutional neural network
(2)
sparse learning
(1)
reflectance estimation
(1)
model fitting
(1)
human pose estimation
(1)
instance segmentation
(1)
numerical optimization
(1)
landmark detection
(1)
random fields
(1)
gradient descent
(1)
sparsity prior
(1)
label transfer
(1)
bayesian linear regression
(1)
stereo matching
(1)
depth estimation
(1)
image decomposition
(1)
3d human pose estimation
(1)
random field model
(1)
lighting separation
(1)
image segmentation
(1)
Papers
Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo
ICCV 2019
Unite the People: Closing the Loop Between 3D and 2D Human Representations
CVPR 2017
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks
CVPR 2016
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer
CVPR 2016
Quasi-Newton Method: A New Direction
JMLR 2013
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance
NeurIPS 2011